BI total cost of ownership calculator

For a 25-person team (5 creators, 20 viewers) at published list prices, three-year license costs are roughly: Power BI Pro $12,600, Tableau Cloud Standard $24,300, Metabase Cloud Pro $27,180, Basedash $36,000 flat (including AI usage credits for up to 25 users), and Looker approximately $207,000 based on reported platform fees. License fees are only part of TCO — implementation, semantic modeling, warehouse compute, admin time, and AI add-ons often add 50-200% on top of the license line.

Five factors dominate BI TCO: (1) the license model — per-seat pricing scales with headcount, flat tiers do not; (2) implementation and semantic modeling time, which for modeling-heavy platforms like Looker often costs more than year-one licenses; (3) warehouse compute, since inefficient generated SQL and aggressive dashboard refresh schedules inflate Snowflake or BigQuery bills; (4) admin and analyst time spent maintaining reports and answering ad-hoc requests; and (5) add-ons such as AI features, embedding, SSO, and row-level security that are often gated behind higher tiers.

Per-seat pricing (Tableau, Power BI) is cheap for small teams but grows linearly with every viewer, which discourages company-wide rollout. Base-plus-seat pricing (Metabase, Looker) front-loads a platform fee and adds per-user charges on top. Flat team tiers (Basedash at $1,000/month for up to 25 users) cost more at 5 users but stay fixed as adoption grows, so the effective per-user cost falls as more of the company uses data. Usage-based AI pricing charges for consumption instead of seats, which aligns cost with value but needs monitoring.

On license price alone, Power BI Pro at $14/user/month is usually cheapest — but AI features require Premium Per User at $24/user/month, and it fits Microsoft-stack teams best. For teams that want everyone querying data, flat tiers become competitive quickly: at 25 users Basedash works out to $480 per user per year including AI usage credits, with no per-viewer penalty for rolling dashboards out to the whole company. Per-seat models effectively tax adoption, which is why many teams gate access and end up with shadow spreadsheets instead.

Basedash, Tableau, Power BI, and Metabase figures are published list prices as of July 2026. Looker figures are reported estimates from independent pricing analyses, since Google publishes no list prices and all Looker editions are quote-only; marketplace data puts the average Looker contract around $150,000 per year. Enterprise buyers routinely negotiate 15-40% off list on multi-year commitments, and vendors change pricing — verify current terms before budgeting.

The calculator models license costs only. Real deployments also pay for implementation and onboarding (from near-zero for AI-native tools to months of consulting for modeling-heavy platforms), warehouse compute driven by dashboard refreshes and generated SQL, training, admin time, embedding or white-label fees, and annual renewal uplifts of around 5-10% that many vendors apply. For a full picture, model those on top of the license estimates here.